Project for the "Technologies for Andvanced Programming" course @ University of Catania, september 2021.
Telegram bot which allows you to perform object detection of any photo sent in real-time. The project includes a customized Machine Learning model trained in cloud via Microsoft Azure with 5000 images and more than 80 different classes.
The pipeline was built using the following services: Docker, Logstash, Kafka, Spark, Python, MS Azure Cognitive Services, Elasticsearch and Kibana.
ℹ️ this project aims, with a with a custom trained prediction model, to make the object detection task more understandable and easier to use.
🔓 this is an open-source project, the code is downloadable and editable free of charge.
For any information, doubts or questions feel free to write to me!
